Dr George Fazekas

George Fazekas

Senior Lecturer

School of Electronic Engineering and Computer Science
Queen Mary University of London

Research

semantic audio, music information retrieval, semantic webmusic, emotion recognition, deep learning

Interests

My main research interest is Semantic Audio, an interdisciplinary field in the confluence of Digital Signal Processing, Machine Learning, and various knowledge representation and knowledge sharing technologies such as Semantic Web Ontologies, Linked-data, knowledge-based reasoning and the Semantic Web. I'm interested in extracting, analysing and linking data about music and developing applications that use semantic metadata, bringing the power of semantic technologies to music technology.

Publications

solid heart iconPublications of specific relevance to the Centre for Multimodal AI

2024

Relevant PublicationKnowledge Discovery in Optical Music Recognition: Enhancing Information Retrieval with Instance Segmentation
Shatri E and Fazekas G
International Conference on Knowledge Discovery and Information Retrieval Porto, Portugal 17 Nov 2024 - 19 Nov 2024
19-11-2024
Relevant PublicationDiff-MSTC: A Mixing Style Transfer Prototype for Cubase
Vanka S, Hannink L, Rolland J-B and Fazekas G
International Society for Music Information Retrieval San Francisco 10 Nov 2024 - 15 Nov 2024
11-11-2024
Relevant PublicationProceedings of the 25th International Society for Music Information Retrieval Conference
Guinot J, Fazekas G and Quinton E
The 25th International Society for Music Information Retrieval Conference San Francisco, USA 9 Nov 2024 - 15 Nov 2024
10-11-2024
Relevant PublicationDiff-MST: Differentiable Mixing Style Transfer
Vanka S, Steinmetz C, Rolland J-B, Reiss J and Fazekas G
International Society of Music Information Retrieval San Francisco 10 Nov 2024 - 14 Nov 2024
10-11-2024
Relevant PublicationMuChoMusic: Evaluating Music Understanding in Multimodal Audio-Language Models
Weck B, Manco I, Benetos E, QUINTON E, Fazekas G and Bogdanov D
25th International Society for Music Information Retrieval Conference (ISMIR) San Francisco, CA, USA 10 Nov 2024 - 14 Nov 2024
10-11-2024
Relevant PublicationMulti-Signal Informed Attention for Beat and Downbeat Detection
Bolt J, Pauwels J and Fazekas G
2024 IEEE 5th International Symposium on the Internet of Sounds (IS2)
02-10-2024
bullet iconComposer Style-specific Symbolic Music Generation Using Vector Quantized Discrete Diffusion Models
Zhang J, Fazekas G and Saitis C
IEEE International Workshop on Machine Learning for Signal Processing (MLSP) 22 Sep 2024 - 25 Sep 2024
22-09-2024
Relevant PublicationDifferentiable All-pole Filters for Time-varying Audio Systems
Yu C-Y, Mitcheltree C, Carson A, Bilbao S, Reiss J and Fazekas G
International Conference on Digital Audio Effects 2024 Guildford, Surrey, UK 3 Sep 2024 - 7 Sep 2024
03-09-2024
Relevant PublicationDifferentiable Time-Varying Linear Prediction in the Context of End-to-End Analysis-by-Synthesis
Yu C-Y and Fazekas G
INTERSPEECH 2024 Kos Island, Greece 1 Sep 2024 - 5 Sep 2024
01-09-2024
bullet iconTidal MerzA: Combining affective modelling and autonomous code generation through Reinforcement Learning
Wilson E, Fazekas G and Wiggins G
AIMC 2024 Oxford, UK 9 Sep 2024 - 11 Sep 2024
26-08-2024
Relevant PublicationTEMPORAL ANALYSIS OF EMOTION PERCEPTION IN FILM MUSIC: INSIGHTS FROM THE FME-24 DATASET
Crocker R and Fazekas G
Sound and Music Computing 2024 ESMAE, Porto, Portugal 4 Jul 2024 - 6 Jul 2024
06-07-2024
Relevant PublicationTime-of-arrival Estimation and Phase Unwrapping of Head-related Transfer Functions With Integer Linear Programming
Yu C-Y, Pauwels J and Fazekas G
Audio Engineering Society 156th Convention Madrid, Spain 15 Jun 2024 - 17 Jun 2024
15-06-2024
Relevant PublicationComposer Style-Specific Symbolic Music Generation using Vector Quantized Discrete Diffusion Models
Zhang J, Fazekas G and Saitis C
2024 IEEE 34th International Workshop on Machine Learning for Signal Processing (MLSP)
25-01-2024
Relevant PublicationThe Role of Communication and Reference Songs in the Mixing Process: Insights from Professional Mix Engineers
Vanka S, Safi M, Rolland J-B and Fazekas G
Journal of The Audio Engineering Society, Audio Engineering Society 
20-01-2024
Relevant PublicationA review of differentiable digital signal processing for music and speech synthesis
Hayes B, Shier J, Fazekas G, McPherson A and Saitis C
Frontiers in Signal Processing, Frontiers vol. 3 
11-01-2024
Relevant PublicationFoundation Models for Music: A Survey.
Ma Y, Øland A, Ragni A, Sette BMD, Saitis C, Donahue C, Lin C, Plachouras C, Benetos E, Quinton E, Shatri E, Morreale F, Zhang G, Fazekas G, Xia G, Zhang H, Manco I, Huang J, Guinot J, Lin L, et al.
Corr vol. abs/2408.14340 
01-01-2024
Relevant PublicationDIFFERENTIABLE ALL-POLE FILTERS FOR TIME-VARYING AUDIO SYSTEMS
Yu CY, Mitcheltree C, Carson A, Bilbao S, Reiss JD and Fazekas G
 
01-01-2024

2023

Relevant PublicationThe Song Describer dataset: a corpus of audio captions for music-and-language evaluation
Manco I, Weck B, Doh S, Won M, Zhang Y, Bodganov D, Wu Y, Chen K, Tovstogan P, Benetos E, Quinton E, Fazekas G and Nam J
NeurIPS Machine Learning for Audio Workshop New Orleans, USA 16 Dec 2023
16-12-2023
Relevant PublicationEditorial: Human-centred computer audition: sound, music, and healthcare
Qian K, Fazekas G, Li S, Li Z and Schuller BW
Frontiers in Digital Health, Frontiers vol. 5 
12-12-2023
bullet iconReconstructing Human Expressiveness in Piano Performances with a Transformer Network
Tang J, Wiggins G and Fazekas G
CMMR 2023 13 Nov 2023 - 17 Nov 2023
13-11-2023
Relevant PublicationJAZZVAR: A Dataset of Variations found within Solo Piano Performances of Jazz Standards for Music Overpainting
Row E, Tang J and Fazekas G
CMMR2023, the 16th International Symposium on Computer Music Multidisciplinary Research 13 Nov 2023 - 17 Nov 2023
13-11-2023
Relevant PublicationSinging Voice Synthesis Using Differentiable LPC and Glottal-Flow-Inspired Wavetables
Yu C-Y and Fazekas G
International Society for Music Information Retrieval (ISMIR) Milan, Italy. 5 Nov 2023 - 9 Nov 2023
05-11-2023
Relevant PublicationGender-Coded Sound: Analysing the Gendering of Music in Toy Commercials via Multi-Task Learning
Marinelli L, FAZEKAS G and Saitis C
24th International Society for Music Information Retrieval Conference Milan 5 Nov 2023 - 9 Nov 2023
05-11-2023
Relevant PublicationPianist Identification Using Convolutional Neural Networks
Tang J, Wiggins G and Fazekas G
2023 4th International Symposium on the Internet of Sounds
27-10-2023
Relevant PublicationGeneral Purpose Audio Effect Removal
Rice M, Steinmetz CJ, Fazekas G and Reiss JD
2023 IEEE Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA)
25-10-2023
Relevant PublicationPerceptual musical similarity metric learning with graph neural networks
Vahidi C, Singh S, Benetos E, Phan QH, Stowell D, Fazekas G and Lagrange M
IEEE Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA) New Paltz, NY, USA 22 Oct 2023 - 25 Oct 2023
22-10-2023
Relevant PublicationMesostructures: Beyond Spectrogram Loss in Differentiable Time–Frequency Analysis
Vahidi C, Han H, Wang C, Fazekas G, LAGRANGE M and LOSTANLEN V
Journal of The Audio Engineering Society (NEW TRENDS IN AUDIO EFFECTS II) 
13-09-2023
Relevant PublicationMesostructures: Beyond Spectrogram Loss in Differentiable Time–Frequency Analysis
Vahidi C, Han H, Wang C, Lagrange M, Fazekas G and Lostanlen V
Journal of The Audio Engineering Society, Audio Engineering Society vol. 71 (9), 577-585.  
12-09-2023
Relevant PublicationSupervised Contrastive Learning For Musical Onset Detection
Bolt J and Fazekas G
Audio Mostly 30 Aug 2023 - 1 Sep 2023
30-08-2023
Relevant PublicationOn the Integration of Machine Agents into Live Coding
Wilson E, Fazekas G and Wiggins G
Organised Sound, Cambridge University Press (Cup) vol. 28 (2), 305-314.  
01-08-2023
Relevant PublicationSemantic integration of audio content providers through the Audio Commons Ontology
Ceriani M, Viola F, Rudan S, Antoniazzi F, Barthet M and Fazekas G
Journal of Web Semantics, Elsevier vol. 77 
01-07-2023
Relevant PublicationConditioning and Sampling in Variational Diffusion Models for Speech Super-Resolution
Yu C-Y, Yeh S-L, Fazekas G and Tang H
ICASSP 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)
10-06-2023
Relevant PublicationSinusoidal Frequency Estimation by Gradient Descent
Hayes B, Saitis C and Fazekas G
ICASSP 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)
10-06-2023
Relevant PublicationHIPI: A Hierarchical Performer Identification Model Based on Symbolic Representation of Music
Rafee SRM, Fazekas G and Wiggins G
ICASSP 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)
10-06-2023
Relevant PublicationRigid-Body Sound Synthesis with Differentiable Modal Resonators
Diaz R, Hayes B, Saitis C, Fazekas G and Sandler M
ICASSP 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)
10-06-2023
Relevant PublicationCONDITIONING AND SAMPLING IN VARIATIONAL DIFFUSION MODELS FOR SPEECH SUPER-RESOLUTION
Yu C-Y, Yeh S-L, Fazekas G and Tang H
2023 International Conference on Acoustics, Speech, and Signal Processing Rhodes Island, Greece 4 Jun 2023 - 10 Jun 2023
04-06-2023
Relevant PublicationAdoption of AI Technology in the Music Mixing Workflow: An Investigation
Vanka S, Safi M, Rolland J-B and Fazekas G
AES Europe Convention 2023 Helsinki, Finland 13 May 2023 - 15 May 2023
02-05-2023
Relevant PublicationSketchSynth: a browser-based sketching interface for sound control
Lobbers S and Fazekas G
International Conference on New Interfaces for Musical Expression (NIME) Mexico City, Mexico 31 May 2023 - 2 Jun 2023
01-05-2023
Relevant PublicationThe Responsibility Problem in Neural Networks with Unordered Targets
Hayes B, Saitis C and Fazekas G
International Conference on Learning Representations
19-04-2023
Relevant PublicationSketchSynth: Cross-Modal Control of Sound Synthesis
Lobbers S, Thorpe L and Fazekas G
EvoMUSART Brno, Czech Republic 12 Apr 2023 - 14 Apr 2023
01-04-2023
Relevant PublicationThe Song Describer Dataset: a Corpus of Audio Captions for Music-and-Language Evaluation.
Manco I, Weck B, Doh S, Won M, Zhang Y, Bogdanov D, Wu Y, Chen K, Tovstogan P, Benetos E, Quinton E, Fazekas G and Nam J
Corr vol. abs/2311.10057 
01-01-2023
Relevant PublicationThe Internet of Sounds: Convergent Trends, Insights, and Future Directions
Turchet L, Lagrange M, Rottondi C, Fazekas G, Peters N, Østergaard J, Font F, Bäckström T and Fischione C
Ieee Internet of Things Journal, Institute of Electrical and Electronics Engineers (Ieee) vol. 10 (13), 11264-11292.  
01-01-2023

2022

Relevant PublicationContrastive audio-language learning for music
Manco I, Benetos E, QUINTON E and Fazekas G
23rd International Society for Music Information Retrieval Conference (ISMIR) Bengaluru, India 4 Dec 2022 - 8 Dec 2022
04-12-2022
Relevant PublicationATEPP: A DATASET OF AUTOMATICALLY TRANSCRIBED EXPRESSIVE PIANO PERFORMANCE
Zhang H, Tang J, Rafee S, Dixon S and Fazekas G
23rd International Society for Music Information Retrieval Conference (ISMIR 2022) 4 Dec 2022 - 8 Dec 2022
04-12-2022
Relevant PublicationCompldNet: Sheet Music Composer Identification using Deep Neural Network
Walwadkar D, Shatri E and Fazekas G
4th International Workshop on Reading Music Systems Online 18 Nov 2022
01-10-2022
Relevant PublicationTransfer Learning for Violinist Identification
Zhao Y, Fazekas G and Sandler M
2022 30th European Signal Processing Conference (EUSIPCO)
29-08-2022
Relevant PublicationSeeing Sounds, Hearing Shapes: a gamified study to evaluate sound-sketches
L�bbers S and Fazekas G
, Editors: Torre G. International Computer Music Conference Limerick, Ireland 3 Jul 2022 - 9 Jul 2022
09-07-2022
Relevant PublicationThe Jazz Ontology: A semantic model and large-scale RDF repositories for jazz
Proutskova P, Wolff D, Fazekas G, Frieler K, Höger F, Velichkina O, Solis G, Weyde T, Pfleiderer M, Crayencour HC, Peeters G and Dixon S
Journal of Web Semantics, 100735-100735.  
01-07-2022
Relevant PublicationLearning music audio representations via weak language supervision
Manco I, Benetos E, Quinton E and Fazekas G
2022 IEEE International Conference on Acoustics, Speech and Signal Processing Singapore 22 May 2022 - 27 May 2022
22-05-2022
Relevant PublicationDisembodied Timbres: A Study on Semantically Prompted FM Synthesis
Hayes B, Saitis C and Fazekas G
Journal of The Audio Engineering Society, Audio Engineering Society vol. 70 (5), 373-391.  
11-05-2022
Relevant PublicationDifferentiable Time-Frequency Scattering in Kymatio
Vahidi C, Muradeli J, Wang C, Han H, Lostanlen V, Lagrange M and Fazekas G
arXiv
04-05-2022
Relevant PublicationThe Smart Musical Instruments Ontology
Turchet L, Bouquet P, Molinari A and Fazekas G
Journal of Web Semantics, Elsevier vol. 72 
01-04-2022
Relevant PublicationViolinist Identification Using Note-Level Timbre Feature Distributions
Zhao Y, Fazekas G and Sandler M
2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)
01-04-2022
Relevant PublicationHOW MUSIC FEATURES AND MUSICAL DATA REPRESENTATIONS AFFECT OBJECTIVE EVALUATION OF MUSIC COMPOSITION: A REVIEW OF THE CSMT DATA CHALLENGE 2020
Li Y, Li S and Fazekas G
 
01-01-2022
Relevant PublicationMeasuring Audibility Threshold Levels for Attack and Release in a Dynamic Range Compressor
Bromham G, Moffat D, Sheng D and Fazekas G
 
01-01-2022
Relevant Publicationtimbre.fun: A gamified interactive system for crowdsourcing a timbre semantic vocabulary
Hayes B, Saitis C and Fazekas G
 
01-01-2022
Relevant PublicationLearning Music Audio Representations Via Weak Language Supervision.
Manco I, Benetos E, Quinton E and Fazekas G
 
01-01-2022

2021

Relevant PublicationZero-shot Singing Technique Conversion
O'Connor B, Fazekas G and Dixon S
Computer Music Multidisciplinary Research Tokyo 15 Nov 2021 - 19 Nov 2021
15-11-2021
bullet iconNeural Waveshaping Synthesis
Hayes B, Saitis C and Fazekas G
Proceedings of the 22nd International Society for Music Information Retrieval Online 8 Nov 2021 - 12 Nov 2021
07-11-2021
Relevant PublicationViolinist identification based on vibrato features
Zhao Y, Wang C, Fazekas G, Benetos E and Sandler M
29th European Signal Processing Conference (EUSIPCO) 23 Aug 2021 - 27 Aug 2021
23-08-2021
bullet iconSketching sounds: an exploratory study on sound-shape associations
Löbbers S, Barthet M and Fazekas G
International Computer Music Conference Santiago de Chile, Chile 25 Jul 2021 - 31 Jul 2021
25-07-2021
Relevant PublicationDoReMi: First glance at a universal OMR dataset
Shatri E and Fazekas G
, Editors: Calvo Zaragoza J, Pacha A and Shatri E. 3rd International Workshop on Reading Music Systems Alicante, Spain 23 Jul 2021
23-07-2021
bullet iconMusCaps: generating captions for music audio
Manco I, Benetos E, Quinton E and Fazekas G
International Joint Conference on Neural Networks (IJCNN) 18 Jul 2021 - 22 Jul 2021
18-07-2021
bullet iconA Modulation Front-End for Music Audio Tagging
Vahidi C, Fazekas G and Saitis C
The International Joint Conference on Neural Networks 18 Jul 2021 - 22 Jul 2021
18-07-2021
bullet iconIntelligent control method for the dynamic rangecompressor: A user study
Singh S
Journal of The Audio Engineering Society, Audio Engineering Society 
07-07-2021
bullet iconContext-Aware Intelligent Mixing Systems
Lefford MN, Bromham G, Fazekas G and Moffat D
Journal of The Audio Engineering Society, Audio Engineering Society vol. 69 (3), 128-141.  
10-03-2021
bullet iconSpecial Issue on Deep Learning for Applications in Acoustics: Modeling, Synthesis, and Listening
Gabrielli L, Fazekas G and Nam J
Applied Sciences, Mdpi vol. 11 (2) 
06-01-2021
bullet iconA Novel Dataset for the Identification of Computer Generated Melodies in the CSMT Challenge
Li S, Jing Y and Fazekas G
In Proceedings of The 8th Conference On Sound and Music Technology, Springer Nature 177-186.  
01-01-2021
bullet iconPerformer Identification From Symbolic Representation of Music Using Statistical Models
Rafee SRM, Fazekas G and Wiggins GA
 
01-01-2021
Relevant PublicationLearning music audio representations via weak language supervision.
Manco I, Benetos E, Quinton E and Fazekas G
Corr vol. abs/2112.04214 
01-01-2021
Relevant PublicationMusCaps: Generating Captions for Music Audio.
Manco I, Benetos E, Quinton E and Fazekas G
 
01-01-2021

2020

Relevant PublicationAn Exploratory Study on Perceptual Spaces of the Singing Voice
O'Connor B, Dixon S and Fazekas G
The 2020 Joint Conference on AI Music Creativity Proceedings of the 2020 Joint Conference on AI Creativity 19 Oct 2020 - 23 Oct 2020
19-10-2020
bullet iconFrom Music Ontology Towards Ethno-Music-Ontology
Proutskova P, Volk A, Heidarian P and Fazekas G
International Society for Music Information Retrieval Conference Montreal, Canada 11 Oct 2020 - 16 Oct 2020
11-10-2020
bullet iconTimbre Space Representation of a Subtractive Synthesizer
Vahidi C, Fazekas G, Saitis C and Palladini A
International Conference on Timbre (Timbre 2020) 3 Sep 2020 - 4 Sep 2020
03-09-2020
bullet iconPoster: Programming Practices Among Interactive Audio Software Developers
Thompson A, Fazekas G and Wiggins G
2020 IEEE Symposium on Visual Languages and Human-Centric Computing (VL/HCC)
14-08-2020
bullet iconOn performance and perceived effort in trail runners using sensor control to generate biosynchronous music
Williams D, Fazenda B, Williamson V and Fazekas G
Sensors (Basel, Switzerland), Mdpi Ag vol. 20 (16), 1-14.  
13-08-2020
Relevant PublicationCloud-smart Musical Instrument Interactions
Turchet L, Pauwels J, Fischione C and Fazekas G
Acm Transactions On Internet of Things vol. 1 (3), 1-29.  
14-07-2020
Relevant PublicationIdentifying master violinists using note-level audio features
Zhao Y, Fazekas G and Sandler M
17th Sound and Music Computing Conference 24 Jun 2020 - 27 Jun 2020
24-06-2020
bullet iconThe Internet of Audio Things: State of the Art, Vision, and Challenges
Turchet L, Fazekas G, Lagrange M, Ghadikolaei HS and Fischione C
Ieee Internet of Things Journal vol. 7 (10), 10233-10249.  
25-05-2020
bullet iconOptical Music Recognition: State of the Art and Major Challenges
Shatri E and Fazekas G
International Conference on Technologies for Music Notation and Representation Hamburg 12 May 2020 - 14 May 2020
12-05-2020
bullet iconThe Internet of Musical Things Ontology
Turchet L, Antoniazzi F, Viola F, Giunchiglia F and Fazekas G
Journal of Web Semantics vol. 60 
22-01-2020
bullet iconBiophysiologically synchronous computer generated music improves performance and reduces perceived effort in trail runners
Williams D, Fazenda B, Williamson V and Fazekas G
 
01-01-2020
bullet iconFROM MUSIC ONTOLOGY TOWARDS ETHNO-MUSIC-ONTOLOGY
Proutskova P, Volk A, Heidarian P and Fazekas G
 
01-01-2020

2019

bullet iconA Model-View-Update Framework for Interactive Web Audio Applications
Thompson A and Fazekas G
Proceedings of the 14th International Audio Mostly Conference: A Journey in Sound
18-09-2019
bullet iconThe Impact of Audio Effects Processing on the Perception of Brightness and Warmth
BROMHAM G, Moffat D, Barthet M, Daneilsen A and Fazekas G
Audio Mostly Nottingham, UK 17 Sep 2019 - 20 Sep 2019
17-09-2019
bullet iconA Feature Learning Siamese Model for Intelligent Control of the Dynamic Range Compressor
Sheng D and Fazekas G
2019 International Joint Conference on Neural Networks (IJCNN)
19-07-2019
Relevant PublicationTransfer Learning for Piano Sustain-Pedal Detection
Liang B, Fazekas G and Sandler M
2019 International Joint Conference on Neural Networks (IJCNN)
19-07-2019
bullet iconLeveraging Online Audio Commons Content for Media Production
Xambó A, Font F, Fazekas G and Barthet M
In Foundations in Sound Design For Linear Media, Taylor & Francis 248-282.  
19-06-2019
Relevant PublicationPiano Sustain-pedal Detection Using Convolutional Neural Networks
Liang B, Fazekas G and Sandler M
IEEE International Conference on Acoustics, Speech and Signal Processing
01-05-2019

2018

bullet iconTowards a Semantic Architecture for the Internet of Musical Things
Turchet L, Viola F, Fazekas G and Barthet M
2018 23rd Conference of Open Innovations Association (FRUCT)
16-11-2018
bullet iconC Minor: a Semantic Publish/Subscribe Broker for the Internet of Musical Things
Viola F, Turchet L, Antoniazzi F and Fazekas G
2018 23rd Conference of Open Innovations Association (FRUCT)
16-11-2018
bullet iconPlaysound.space
Viola F, Stolfi A, Milo A, Ceriani M, Barthet M and Fazekas G
Proceedings of the 1st International Workshop on Semantic Applications for Audio and Music
09-10-2018
bullet iconPreface
Bechhofer S, Fazekas G and Page K
 
09-10-2018
Relevant PublicationExploring Real-time Visualisations to Support Chord Learning with a Large Music Collection
Pauwels J, Xambo Sedo A, Roma G, Barthet M and Fazekas G
4th Web Audio Conference (WAC) Berlin, Germany 19 Sep 2018 - 21 Sep 2018
19-09-2018
Relevant PublicationPiano Legato-Pedal Onset Detection Based on a Sympathetic Resonance Measure
Liang B, Fazekas G and Sandler M
26th European Signal Processing Conference (EUSIPCO) Rome 3 Sep 2018 - 7 Sep 2018
07-09-2018
Relevant PublicationRecommending songs to music learners based on chord content
Pauwels J, Fazekas G and Sandler M
2018 Joint Workshop on Machine Learning for Music Stockholm, Sweden 14 Jul 2018
14-07-2018
Relevant PublicationMeasurement, recognition, and visualization of piano pedaling gestures and techniques
Liang B, Fazekas G and Sandler M
Aes: Journal of The Audio Engineering Society vol. 66 (6), 448-456.  
18-06-2018
bullet iconMeasurement, Recognition and Visualisation of Piano Pedalling Gestures and Techniques
Liang B, Fazekas G and Sandler M
Jaes Special Issue On Participatory Sound and Music Interaction Using Semantic Audio vol. 2, xxxx-xxxx.  
18-06-2018
Relevant PublicationThe Effects of Noisy Labels on Deep Convolutional Neural Networks for Music Tagging
Choi K, Fazekas G, Sandler M and Cho K
Ieee Transactions On Emerging Topics in Computational Intelligence, Ieee vol. 2 (2), 139-149.  
23-03-2018
bullet iconAudio Commons Ontology: A Data Model for an Audio Content Ecosystem
Ceriani M and Fazekas G
 
01-01-2018
bullet iconThe impact of compressor ballistics on the perceived style of music
Bromham G, Moffat D, Barthet M and Fazekas G
 
01-01-2018
Relevant PublicationA Comparison of Audio Signal Preprocessing Methods for Deep Neural Networks on Music Tagging
Choi K, Fazekas G, Sandler M and Cho K
 
01-01-2018
bullet iconLive Repurposing of Sounds: MIR Explorations with Personal and Crowd-sourced Databases
Xambo A, Roma G, Lerch A, Barthet M and Fazekas G
 
01-01-2018
bullet iconFeature Selection for Dynamic Range Compressor Parameter Estimation
Sheng D and Fazekas G
 
01-01-2018
bullet iconFeature Design Using Audio Decomposition for Intelligent Control of the Dynamic Range Compressor
Sheng D and Fazekas G
 
01-01-2018
bullet iconI Wonder... Inquiry Techniques As A Method To Gain Insights Into People’s Encounters With Visual Art
Marengo L, Fazekas G and Tombros A
 
01-01-2018
Relevant PublicationJam with Jamendo: Querying a Large Music Collection by Chords from a Learner's Perspective
Xambo A, Pauwels J, Roma G, Barthet M and Fazekas G
 
01-01-2018

2017

bullet iconTransfer learning for music classification and regression tasks
Choi K, Fazekas G, Sandler M and Cho K
ISMIR 2017
24-10-2017
Relevant PublicationTransfer learning for music classification and regression tasks
CHOI K, FAZEKAS G, SANDLER M and Kyunghyun C
The 18th International Society of Music Information Retrieval (ISMIR) Conference
23-10-2017
bullet iconLinked Data Publication of Live Music Archives and Analyses
Bechhofer S, Page K, Weigl D, Fazekas G and Wilmering T
International Semantic Web Conference (ISWC) Vienna, Austria 21 Oct 2017 - 25 Oct 2017
21-10-2017
bullet iconWelcome to Audio Mostly 2017!
Fazekas G, Barthet M and Stockman T
 
23-08-2017
bullet iconI Wonder... Inquiry Techniques as a Method to Gain Insights into People's Encounters with Visual Art
Marengo L and Fazekas TA
International Conference on Human-Computer Interaction (HCI’17), 9-14 July, Vancouver, Canada
09-07-2017
bullet iconRealising a Layered Digital Library: Exploration and Analysis of the Live Music Archive through Linked Data
Page K, Bechhofer S, Fazekas G, Weigl D and Wilmering T
ACM/IEEE Joint Conference on Digital Libraries (JCDL)
19-06-2017
bullet iconAutomatic Control Of The Dynamic Range Compressor Using A Regression Model And A Reference Sound
Sheng D and Fazekas G
 
01-01-2017
Relevant PublicationPiano Pedaller: A Measurement System for Classification and Visualisation of Piano Pedalling Techniques
Liang B, Fazekas G, McPherson A and Sandler M
 
01-01-2017
bullet iconFeature design for intelligent control of the dynamic range compressor using audio decomposition
Sheng D and Fazekas G
 
01-01-2017
Relevant PublicationConfidence Measures and Their Applications in Music Labelling Systems Based on Hidden Markov Models
Pauwels J, O hanlon K, Fazekas G and Sandler M
 
01-01-2017
Relevant PublicationRecognition of Piano Pedalling Techniques Using Gesture Data
Liang B, Fazekas G and Sandler M
 
01-01-2017
bullet iconProceedings of the 12th International Audio Mostly Conference on Augmented and Participatory Sound and Music Experiences, London, United Kingdom, August 23 - 26, 2017.
Fazekas G, Barthet M and Stockman TE
 
01-01-2017
Relevant PublicationBridging Fan Communities and Facilitating Access to Music Archives through Semantic Audio Applications
Wilmering T, Thalmann F, Fazekas G and Sandler M
 
01-01-2017
Relevant PublicationDetection of Piano Pedaling Techniques on the Sustain Pedal
Liang B, Fazekas G and Sandler M
 
01-01-2017
bullet iconA Tutorial on Deep Learning for Music Information Retrieval
Choi K, Fazekas G, Cho K and Sandler M
 
01-01-2017
bullet iconDiscovering Feature Relevance in Pedalling Analyses of Piano Music
Liang B, Fazekas G and Sandler M
 
01-01-2017

2016

Relevant PublicationConvolutional Recurrent Neural Networks for Music Classification
Choi K, Fazekas G, Sandler M and Cho K
IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) New Orleans, USA
21-12-2016
Relevant PublicationClassification of Piano Pedaling Techniques Using Gesture Data from a Non-Intrusive Measurement System
LIANG B, fazekas G, mcpherson A and sandler M
DMRN+11: Digital Music Research Network One-day Workshop 2016 Centre for Digital Music, Queen Mary University of London 20 Dec 2016
20-12-2016
bullet iconMusicweb: Music Discovery with Open Linked Semantic Metadata [Nominee, Best Demo Award]
Allik A M and Fazekas G SM
 
17-10-2016
Relevant PublicationText-based LSTM networks for Automatic Music Composition
CHOI K, sandler M and fazekas G
Conference on Computer Simulation of Musical Creativity Huddersfield, UK 17 Jun 2016 - 19 Jun 2016
18-04-2016
Relevant PublicationMusicWeb: Music discovery with open linked semantic metadata
Mora-McGinity M, Allik A, Fazekas G and Sandler M
 
01-01-2016
Relevant PublicationGenre-Adaptive Semantic Computing and Audio-Based Modelling for Music Mood Annotation
Saari P, Fazekas G, Eerola T, Barthet M, Lartillot , O S and M
Ieee Transactions On Affective Computing (Tac) vol. 7, 122-135.  
01-01-2016
Relevant PublicationThe Semantic Music Player: A Smart Mobile Player Based on Ontological Structures and Analytical Feature Metadata
Thalmann F, Perez Carillo A, Fazekas G and Sandler M
 
01-01-2016
Relevant PublicationThe Mobile Audio Ontology: Experiencing Dynamic Music Objects on Mobile Devices
Thalmann F, Carrillo G, Wiggins GA and Sandler M
 
01-01-2016
Relevant PublicationGeolocation Adaptive Music Player
Carrillo A, Thalmann F, Fazekas G and Sandler M
 
01-01-2016
Relevant PublicationmyMoodplay: An interactive mood-based music discovery app
Allik A, Fazekas G, Barthet M and Sandler M
 
01-01-2016
Relevant PublicationCrossroads: Interactive Music Systems Transforming Performance, Production and Listening
Barthet M, Fazekas G, Thalmann F, Sandler M and Wiggins GA
 
01-01-2016
Relevant PublicationAutomatic Tagging Using Deep Convolutional Neural Networks
Choi K, Fazekas G and Sandler M
 
01-01-2016
Relevant PublicationTowards Playlist Generation Algorithms Using RNNs Trained on Within-Track Transitions
Choi K, Fazekas G and Sandler M
 
01-01-2016
Relevant PublicationCreating, Visualizing, and Analyzing Dynamic Music Objects in the Browser with the Dymo Designer
Thalmann F, Fazekas G, Wiggins GA and Sandler M
 
01-01-2016
Relevant PublicationFrom interactive to adaptive mood-based music listening experiences in social or personal context
Barthet M, Fazekas G, Allik A, Thalmann F and Sandler M
Journal of The Audio Engineering Society vol. 64, 673-682.  
01-01-2016
Relevant PublicationProc. Metadata and Semantics Research (MTSR), Nov. 22-25, Göttingen, Germany
Mora-Mcginity M, Allik A, Fazekas G and Sandler M
 
01-01-2016
Relevant PublicationThe Semantic Web, proc. of the 15th International Semantic Web Conference (ISWC), Oct. 17–21, Kobe, Japan
Wilmering T, Fazekas G and Sandler M
 
01-01-2016
Relevant PublicationSemantic description of timbral transformations in music production
Stables R, De Man B, Enderby S, Reiss JD, Fazekas G and Wilmering T
 
01-01-2016
bullet iconHybrid music recommender using content-based and social information
Chiliguano P and Fazekas G
 
01-01-2016
bullet iconAudio Commons: Bringing Creative Commons Audio Content to the Creative Industries
Font F, Brookes T, Fazekas G, Guerber M, La Burthe A, Plans D, Plumbley M, Wang W and Serra X
 
01-01-2016
Relevant PublicationA Higher-Dimensional Expansion of Affective Norms for English Terms for Music Tagging
Buccoli M, Zanoni M, Fazekas G, Sarti A and Sandler M
 
01-01-2016
Relevant PublicationAn Ontology for Audio Features
Allik A, Fazekas G and Sandler M
 
01-01-2016

2015

Relevant PublicationAuralisation of Deep Convolutional Neural Networks: Listening to Learned Features
CHOI K, Fazekas G, sandler MARK and Kim J
International Society for Music Information Retrieval Conference Malaga, Spain 26 Oct 2015 - 30 Oct 2015
30-10-2015
Relevant PublicationAudio effects data on the semantic web
Wilmering T, Fazekas G, Allik A and Sandler MB
 
01-01-2015
Relevant PublicationComputer-aided Melody Note Transcription Using the Tony Software: Accuracy and Efficiency
Mauch M, Cannam C, Bittner R, Fazekas G, Salamon J, Dai J, Bello J and Dixon S
 
01-01-2015
Relevant PublicationAutomating Annotation of Media with Linked Data Workflows
Wilmering T, Fazekas G, Dixon S, Bechhofer S and Page K
 
01-01-2015
Relevant PublicationOn the Use of the Tempogram to Describe Audio Content and its Application to Music Structural Segmentation
Tian M, Fazekas G, Black DAA and Sandler M
 
01-01-2015
Relevant PublicationMoodplay: an interactive mood-based musical experience
Barthet M, Fazekas G, Allik A and Sandler M
 
01-01-2015
Relevant PublicationUnderstanding Music Playlists
Choi K, Fazekas G and Sandler M
 
01-01-2015
Relevant PublicationNavigating Ontological Structures based on Feature Metadata Using the Semantic Music Player
Thalmann F, Carrillo A, Fazekas G, Wiggins GA and Sandler M
 
01-01-2015
Relevant PublicationTraining-based Semantic Descriptors modeling for violin quality sound characterization
Zanoni M, Setragno F, Antonacci F, Sarti A, Fazekas G and Sandler M
 
01-01-2015
bullet iconTowards High Level Feature Extraction from Large Live Music Recording Archives
Wilmering T, Fazekas G, Dixon S, Page K and Bechhofer S
 
01-01-2015
bullet iconThe Organ Web App
Liang B, Fazekas G and Sandler M
 
01-01-2015
Relevant PublicationON THE USE OF THE TEMPOGRAM TO DESCRIBE AUDIO CONTENT AND ITS APPLICATION TO MUSIC STRUCTURAL SEGMENTATION
Tian M, Fazekas G, Black DAA and Sandler M
 
01-01-2015

2014

Relevant PublicationNovel Methods in Facilitating Audience and Performer Interaction Using the Mood Conductor Framework
Fazekas G, BARTHET M and Sandler MB
Lecture Notes in Computer Science, Springer-Verlag vol. 8905 (Sound, Music, and Motion), 122-147.  
05-12-2014
bullet iconEfficient computer-aided pitch track and note estimation for scientific applications
Mauch M, Cannam C and Fazekas G
 
01-01-2014
bullet iconExtending Tagging Ontologies with Domain Specific Knowledge
Font F, Oramas S, Fazekas G and Serra X
 
01-01-2014
Relevant PublicationA framework for automatic ontology generation based on semantic audio analysis
Kolozali S, Fazekas G, Barthet M and Sandler M
 
01-01-2014
bullet iconA second screen music discovery and recommendation service based on social and cultural factors
Fazekas G and Kudumakis P
In Submitted in Response to The Digital Media Project (Dmp) Hybrid Media Services Call 
01-01-2014
Relevant PublicationNovel Methods in Facilitating Audience and Performer Interaction using the Mood Conductor Framework
Fazekas G, Barthet M and Sandler M
, Editors: Aramaki M, Kronland-Martinet R and Ystad S. 
01-01-2014
Relevant PublicationSelection of audio features for music emotion recognition using production music
Baume C, Fazekas G, Barthet M, Martson D and Sandler M
 
01-01-2014
Relevant PublicationEvaluation and Improvement of the Mood Conductor Interactive System
Lou T, Barthet M, Fazekas G and Sandler M
 
01-01-2014
Relevant PublicationThe Open Multitrack Testbed
De Man B, Mora-Mcginity M, Fazekas G and Reiss JD
 
01-01-2014
Relevant PublicationSAFE: A System for Extraction and Retrieval of Semantic Audio Descriptors
Stables R, Enderby S, De Man B, Fazekas G and Reiss JD
 
01-01-2014
bullet iconThe SAFE project: Musical semantics in the DAW
Stables R, Enderby S, De Man B, Fazekas G and Reiss JD
 
01-01-2014
bullet iconSemantically Linking Humanities Research Articles and Music Artists
Mora-McGinity M, Ogilvie G and Fazekas G
 
01-01-2014
Relevant PublicationDesign and Evaluation of Onset Detectors Using Different Fusion Policies
Tian M, Fazekas G, Black DAA and Sandler M
 
01-01-2014
bullet iconComputational Analysis of the Live Music Archive
Bechhofer S, Dixon S, Fazekas G, Wilmering T and Page K
 
01-01-2014
bullet iconCreating Semantic Links between Research Articles and Music Artists
Mora-McGinity M, Fazekas G and Ogilive G
 
01-01-2014

2013

Relevant PublicationAutomatic Ontology Generation for Musical Instruments Based on Audio Analysis
Kolozali S, Barthet M, Fazekas G and Sandler M
Ieee Transactions On Audio Speech and Language Processing vol. 21 (10), 1-14.  
01-01-2013
Relevant PublicationTowards the Representation of Chinese Traditional Music: A State of the Art Review of Music Metadata Standards
Tian M, Fazekas G, Black DAA and Sandler M
Proc. of The Dcmi International Conference On Dublin Core and Metadata Applications (Dc-2013), 2-6, September, Lisbon, Portugal, 71-81.  
01-01-2013
Relevant PublicationMusic Emotion Recognition: From Content- to Context-Based Models
Barthet M, Fazekas G and Sandler M
228-252.  
01-01-2013
Relevant PublicationAudio Effect Classification Based on Auditory Perceptual Attributes
Wilmering T, Fazekas G and Sandler M
 
01-01-2013
Relevant PublicationMood Conductor: Emotion-Driven Interactive Music Performance
Fazekas G, Barthet M and Sandler MB
 
01-01-2013
Relevant PublicationDEMO PAPER: THE BBC DESKTOP JUKEBOX MUSIC RECOMMENDATION SYSTEM: A LARGE SCALE TRIAL WITH PROFESSIONAL USERS
Fazekas G, Barthet M and Sandler MB
 
01-01-2013
Relevant PublicationDESCRIBING AUDIO PRODUCTION WORKFLOWS ON THE SEMANTIC WEB
Fazekas G and Sandler MB
 
01-01-2013
Relevant PublicationFacilitating Music Information Research with Shared Open Vocabularies
Allik A, Fazekas G, Dixon S and Sandler M
 
01-01-2013
Relevant PublicationA Shared Vocabulary for Audio Features
Allik A, Fazekas G, Dixon S and Sandler M
 
01-01-2013
Relevant PublicationDesign and evaluation of semantic mood models for music recommendation
Barthet M, Marston D, Baume C, Fazekas G and Sandler M
 
01-01-2013
Relevant PublicationSemantic models of musical mood: Comparison between crowd-sourced and curated editorial tags
Saari P, Barthet M, Fazekas G, Eerola T and Sandler M
 
01-01-2013
bullet iconSemantic Metadata for Music Production Projects
Wilmering T, Fazekas G and Sandler M
 
01-01-2013
bullet iconUsing Semantic Layer Projection for Enhancing Music Mood Prediction With Audio Features
Saari P, Eerola T, Fazekas G and Sandler M
 
01-01-2013
bullet iconThe Mood Conductor System: Audience and Performer Interaction using Mobile Technology and Emotion Cues
Fazekas G, Barthet M and Sandler M
 
01-01-2013
bullet iconEvaluation of the Mood Conductor Interactive System Based on Audience and Performers’ Perspectives
Lou T, Barthet M, Fazekas G and Sandler M
 
01-01-2013
Relevant PublicationThe Role of Audio and Tags in Music Mood Prediction: a Study Using Semantic Layer Projection
Saari P, Eerola T, Fazekas G, Barthet M, Lartillot O and Sandler M
, Editors: Britto ASJ, Gouyon F and Dixon S. 
01-01-2013
Relevant PublicationThe Audio Effects Ontology
Wilmering T, Fazekas G and Sandler M
, Editors: Britto ASJ, Gouyon F and Dixon S. 
01-01-2013
bullet iconUsing Tags to Select Stimuli in the Study of Music and Emotion
Song Y, Dixon S, Pearce M and Fazekas G
, Editors: Luck G and Brabant O. 
01-01-2013
Relevant PublicationA Study of Cultural Dependence of Perceived Mood in Greek Music
Kosta K, Song Y, Fazekas G and Sandler M
, Editors: Britto ASJ, Gouyon F and Dixon S. 
01-01-2013
bullet iconDesign and Evaluation of Semantic Mood Models for Music Recommendation Using Editorial Tags
Barthet M, Marston D, Baume C, Fazekas G and Sandler M
, Editors: Britto ASJ, Gouyon F and Dixon S. 
01-01-2013
bullet iconContent-based Emotion Categorisation Analysis of Chinese Cultural Revolution Songs
Tian M, Black DAA, Fazekas G and Sandler M
, Editors: Kranenburg PV, Anagnostopoulou C and Volk A. 
01-01-2013

2012

Relevant PublicationTechnology Trends in Auto Engineering A report by the AES Technical Council
Rumsey F, Schulein B, Herre J, Kelly M, Ackerman D, Lacinak C, , Martz S, Someya K, Zurek B, Kelloniemi A, Smith JM, Peltier C, Brixen EB, Hamasaki K, Kamekawa T, Mayo A, Stroud R, Nind T, , et al.
Journal of The Audio Engineering Society vol. 60 (1-2), 90-107.  
01-01-2012
Relevant PublicationHigh level semantic metadata for the control of multitrack adaptive audio effects
Wilmering T, Fazekas G and Sandler M
 
01-01-2012
Relevant PublicationListening level changes music similarity
Terrell MJ, Fazekas G, Simpson AJR, Smith JBL and Dixon S
 
01-01-2012
bullet iconSemantic Web and Semantic Audio Technologies
Fazekas G and Wilmering T
 
01-01-2012
bullet iconShared Open Vocabularies and Semantic Media
Fazekas G, Ewert S, Allik A, Dixon S and Sandler M
 
01-01-2012
Relevant PublicationKnowledge Representation Issues in Audio-Related Metadata Model Design
Fazekas G and Sandler M
 
01-01-2012
bullet iconSocial Media Retrieval for Music Education
Barthet M, Fazekas G, Dixon S and Sandler M
 
01-01-2012
bullet iconMultidisciplinary Perspectives on Music Emotion Recognition: Implications for Content and Context-Based Models
Barthet M, Fazekas G and Sandler M
 
01-01-2012

2011

Relevant PublicationThe studio ontology framework
Fazekas G and Sandler MB
 
01-12-2011
bullet iconMusic recommendation for music learning: Hotttabs a multimedia guitar tutor
Barthet M, Anglade A, Fazekas G, Kolozali S and Macrae R
 
01-01-2011
Relevant PublicationKnowledge representation issues in musical instrument ontology design
Kolozali S, Fazekas G, Barthet M and Sandler M
 
01-01-2011
Relevant PublicationTowards the automatic generation of a Semantic Web ontology for musical instruments
Kolozali S, Barthet M, Fazekas G and Sandler M
 
01-01-2011
bullet iconThe Studio Ontology Framework
Fazekas G and Sandler M
 
01-01-2011
bullet iconA knowledge representation framework for context-dependent audio processing
Fazekas G, Wilmering T and Sandler MB
 
01-01-2011
bullet iconTowards ontological representations of digital audio effects
Wilmering T, Fazekas G and Sandler MB
 
01-01-2011
Relevant PublicationTempest - harpsichord temperament estimation in a Semantic Web environment
Tidhar D, Fazekas G, Mauch M and Dixon S
Journal of New Music Research Special Issue On Music Informatics and The Omras2 Project vol. 39, 327-336.  
01-01-2011

2010

Relevant PublicationAn Overview of Semantic Web Activities in the OMRAS2 Project
Fazekas G, Raimond Y, Jacobson K and Sandler M
J New Music Res vol. 39 (4), 295-311.  
01-01-2010
Relevant PublicationThe effects of reverberation on onset detection tasks
Wilmering T, Fazekas G and Sandler M
 
01-01-2010
bullet iconThe musical instrument ontology
Kolozali S, Barthet M, Fazekas G, Tidhar D and Sandler M
 
01-01-2010
bullet iconTempEst - Temperament estimation Web service
Fazekas G and Tidhar D
 
01-01-2010
bullet iconThe music ontology specification
Raimond Y, Gängler T, Giasson F, Jacobson K, Fazekas G, Reinhardt S and Passant A
 
01-01-2010
bullet iconTowards the automatic generation of a Semantic Web ontology for musical instruments
Kolozali S, Barthet M, Fazekas G and Sandler M
 
01-01-2010
Relevant PublicationTemperament Estimation as an MIR task
Tidhar D, Fazekas G, Mauch M and Dixon S
 
01-01-2010

2009

Relevant PublicationOntology based information management in music production
Fazekas G and Sandler M
 
01-01-2009
Relevant PublicationPublishing Music Similarity Features on the Semantic Web
Tidhar D, Fazekas G, Kolozali S and Sandler M
 
01-01-2009
bullet iconUncovering the details of music production using ontologies
Fazekas G and Sandler M
 
01-01-2009
bullet iconA Demonstration of Sonic Visualiser
Cannam C, Fazekas G and Noland K
 
01-01-2009
bullet iconA Simple Guide to Automated Music Analysis on the Semantic Web (white paper)
Fazekas G, Cannam C and Sandler M
 
01-01-2009
Relevant PublicationNovel methods in information management for advanced audio workflows
Fazekas G and Sandler M
 
01-01-2009
bullet iconReusable metadata and software components for automatic audio analysis
Fazekas G, Cannam C and Sandler M
 
01-01-2009

2008

bullet iconOntology based information management in music production
Fazekas G and Sandler M
 
01-01-2008
Relevant PublicationA framework for producing rich musical metadata in creative music production
Fazekas G, Raimond Y and Sandler M
 
01-01-2008

2007

Relevant PublicationIntelligent editing of studio recordings with the help of automatic music structure extraction
Fazekas G and Sandler M
 
01-01-2007
Relevant PublicationStructural decomposition of recorded vocal performances and its application to intelligent audio editing
Fazekas G and Sandler M
 
01-01-2007

Grants

solid heart iconGrants of specific relevance to the Centre for Multimodal AI
solid heart iconSmart EQ: Personalising Audio with Context-aware AI using Listener Preferences and Psychological Factors
George Fazekas and Charalampos Saitis
£172,101 Yamaha Corporation
23-09-2024 - 22-09-2028
solid heart iconAIM CDT Studentship - Sony 2023
George Fazekas
£150,000 SONY EUROPE B.V.
01-10-2023 - 30-09-2027
solid heart iconAIM CDT Studentship - UMG 2023
George Fazekas
£61,268 Universal Music Group International Limited
01-10-2023 - 30-09-2027
solid heart iconAIM Studentship Steinberg
George Fazekas
£112,436 Steinberg Media Technologies GmbH
20-09-2021 - 31-01-2026
solid heart iconUKRI Centre for Doctoral Training in Artificial Intelligence and Music
Simon Dixon, Emmanouil Benetos, Nicholas Bryan-Kinns, Mark Sandler, Andrew Mcpherson, Mathieu Barthet, George Fazekas, Ekaterina Ivanova, Anna Xambo Sedo and Charalampos Saitis
£6,519,934 EPSRC Engineering and Physical Sciences Research Council
01-07-2019 - 31-08-2028


solid heart iconCDT Postgraduate Studentship
George Fazekas, Mathieu Barthet and Andrew Mcpherson
£27,000 MUSIC Tribe Brands UK Limited
23-09-2019 - 22-09-2023
solid heart iconCDT Studentships: Elona Shatri
George Fazekas
£124,649 Steinberg Media Technologies GmbH
23-09-2019 - 30-04-2024
solid heart iconDeep learning & multi modal models for the music industry
George Fazekas
£54,000 Universal Music Group International Limited
23-09-2019 - 31-07-2024
solid heart iconAI and Music in the Creative Industries of China and the UK
Nicholas Bryan-Kinns and George Fazekas
£20,970 AHRC Arts and Humanities Research Council
14-02-2019 - 13-08-2019
solid heart iconAudioCommons - An Ecosystem for Creative Reuse of Audio Content
George Fazekas, Mark Sandler and Mathieu Barthet
£541,481 EU Commission - Horizon 2020
01-02-2016 - 31-01-2019